WO2015031982A8 - Method and system for objective perceptual video quality assessment - Google Patents

Method and system for objective perceptual video quality assessment Download PDF

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Publication number
WO2015031982A8
WO2015031982A8 PCT/CA2014/000676 CA2014000676W WO2015031982A8 WO 2015031982 A8 WO2015031982 A8 WO 2015031982A8 CA 2014000676 W CA2014000676 W CA 2014000676W WO 2015031982 A8 WO2015031982 A8 WO 2015031982A8
Authority
WO
WIPO (PCT)
Prior art keywords
quality
video
map
quality assessment
dimension
Prior art date
Application number
PCT/CA2014/000676
Other languages
French (fr)
Other versions
WO2015031982A1 (en
Inventor
Zhou Wang
Abdul REHMAN
Kai ZENG
Original Assignee
Zhou Wang
Rehman Abdul
Zeng Kai
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Zhou Wang, Rehman Abdul, Zeng Kai filed Critical Zhou Wang
Priority to CN201480059266.1A priority Critical patent/CN105981384B/en
Priority to CA2958720A priority patent/CA2958720C/en
Priority to EP14842580.4A priority patent/EP3042498A4/en
Priority to US14/916,927 priority patent/US10165281B2/en
Publication of WO2015031982A1 publication Critical patent/WO2015031982A1/en
Publication of WO2015031982A8 publication Critical patent/WO2015031982A8/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/154Measured or subjectively estimated visual quality after decoding, e.g. measurement of distortion
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/98Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993Evaluation of the quality of the acquired pattern
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/24Character recognition characterised by the processing or recognition method
    • G06V30/248Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G06V30/2504Coarse or fine approaches, e.g. resolution of ambiguities or multiscale approaches
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N17/00Diagnosis, testing or measuring for television systems or their details
    • H04N17/004Diagnosis, testing or measuring for television systems or their details for digital television systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/50Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding
    • H04N19/503Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding involving temporal prediction
    • H04N19/51Motion estimation or motion compensation
    • H04N19/53Multi-resolution motion estimation; Hierarchical motion estimation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30168Image quality inspection

Abstract

There is disclosed a method and system for objective video quality assessment. The objective video quality assessment approach automatically predicts human visual quality assessment behaviours in evaluating videos that contain artifacts generated during video acquisition, storage, reproduction, compression, transmission, processing, and/or display. The present method and system computes a five-dimensional quality map of a video being assessed, where the map indicates the local quality variations of the video in a five-dimensional space, which includes two spatial dimensions, one scale dimension, one time dimension, and one distortion type dimension. The present method and system may use one or a combination of device and viewing condition parameters in the generation of the quality map, and in the combination of the quality map into a scalar or vector-values measure that indicates quality aspects of the test videos.
PCT/CA2014/000676 2013-09-06 2014-09-05 Method and system for objective perceptual video quality assessment WO2015031982A1 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
CN201480059266.1A CN105981384B (en) 2013-09-06 2014-09-05 Method and system for the assessment of objective perceived video quality
CA2958720A CA2958720C (en) 2013-09-06 2014-09-05 Method and system for objective perceptual video quality assessment
EP14842580.4A EP3042498A4 (en) 2013-09-06 2014-09-05 Method and system for objective perceptual video quality assessment
US14/916,927 US10165281B2 (en) 2013-09-06 2014-09-05 Method and system for objective perceptual video quality assessment

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201361959947P 2013-09-06 2013-09-06
US61/959,947 2013-09-06

Publications (2)

Publication Number Publication Date
WO2015031982A1 WO2015031982A1 (en) 2015-03-12
WO2015031982A8 true WO2015031982A8 (en) 2016-03-17

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CA2014/000676 WO2015031982A1 (en) 2013-09-06 2014-09-05 Method and system for objective perceptual video quality assessment

Country Status (5)

Country Link
US (1) US10165281B2 (en)
EP (1) EP3042498A4 (en)
CN (1) CN105981384B (en)
CA (1) CA2958720C (en)
WO (1) WO2015031982A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110401832A (en) * 2019-07-19 2019-11-01 南京航空航天大学 A kind of panoramic video objective quality assessment method based on space-time model building for pipeline

Families Citing this family (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1999883A4 (en) 2006-03-14 2013-03-06 Divx Llc Federated digital rights management scheme including trusted systems
CA2749170C (en) 2009-01-07 2016-06-21 Divx, Inc. Singular, collective and automated creation of a media guide for online content
CA2782825C (en) 2009-12-04 2016-04-26 Divx, Llc Elementary bitstream cryptographic material transport systems and methods
US9247312B2 (en) 2011-01-05 2016-01-26 Sonic Ip, Inc. Systems and methods for encoding source media in matroska container files for adaptive bitrate streaming using hypertext transfer protocol
US9467708B2 (en) 2011-08-30 2016-10-11 Sonic Ip, Inc. Selection of resolutions for seamless resolution switching of multimedia content
US8909922B2 (en) 2011-09-01 2014-12-09 Sonic Ip, Inc. Systems and methods for playing back alternative streams of protected content protected using common cryptographic information
US8964977B2 (en) 2011-09-01 2015-02-24 Sonic Ip, Inc. Systems and methods for saving encoded media streamed using adaptive bitrate streaming
US9313510B2 (en) 2012-12-31 2016-04-12 Sonic Ip, Inc. Use of objective quality measures of streamed content to reduce streaming bandwidth
US9264475B2 (en) 2012-12-31 2016-02-16 Sonic Ip, Inc. Use of objective quality measures of streamed content to reduce streaming bandwidth
US9191457B2 (en) 2012-12-31 2015-11-17 Sonic Ip, Inc. Systems, methods, and media for controlling delivery of content
CA2899756A1 (en) * 2013-02-07 2014-08-14 Thomson Licensing Method and apparatus for context-based video quality assessment
KR20150115771A (en) * 2013-02-07 2015-10-14 톰슨 라이센싱 Method and apparatus for context-based video quality assessment
US9906785B2 (en) 2013-03-15 2018-02-27 Sonic Ip, Inc. Systems, methods, and media for transcoding video data according to encoding parameters indicated by received metadata
US10397292B2 (en) 2013-03-15 2019-08-27 Divx, Llc Systems, methods, and media for delivery of content
US9094737B2 (en) 2013-05-30 2015-07-28 Sonic Ip, Inc. Network video streaming with trick play based on separate trick play files
US9967305B2 (en) 2013-06-28 2018-05-08 Divx, Llc Systems, methods, and media for streaming media content
US9866878B2 (en) 2014-04-05 2018-01-09 Sonic Ip, Inc. Systems and methods for encoding and playing back video at different frame rates using enhancement layers
CN104202594B (en) * 2014-07-25 2016-04-13 宁波大学 A kind of method for evaluating video quality based on 3 D wavelet transformation
CN106303507B (en) * 2015-06-05 2019-01-22 江苏惠纬讯信息科技有限公司 Video quality evaluation without reference method based on space-time united information
US10798387B2 (en) 2016-12-12 2020-10-06 Netflix, Inc. Source-consistent techniques for predicting absolute perceptual video quality
US10085015B1 (en) * 2017-02-14 2018-09-25 Zpeg, Inc. Method and system for measuring visual quality of a video sequence
US10498795B2 (en) 2017-02-17 2019-12-03 Divx, Llc Systems and methods for adaptive switching between multiple content delivery networks during adaptive bitrate streaming
CN107194891B (en) * 2017-05-18 2020-11-10 上海兆芯集成电路有限公司 Method for improving image quality and virtual reality device
CN107194890B (en) 2017-05-18 2020-07-28 上海兆芯集成电路有限公司 Method and apparatus for improving image quality using multi-resolution
CN110870317B (en) * 2017-06-30 2023-05-23 Vid拓展公司 Method and apparatus for encoding 360 degree video content
CN107454389B (en) * 2017-08-30 2019-04-23 苏州科达科技股份有限公司 The method for evaluating video quality and system of examining system
WO2019117864A1 (en) * 2017-12-12 2019-06-20 Google Llc Transcoding media content using an aggregated quality score
CN108805825B (en) * 2018-05-03 2021-04-27 宁波大学 Method for evaluating quality of repositioning image
US11205257B2 (en) * 2018-11-29 2021-12-21 Electronics And Telecommunications Research Institute Method and apparatus for measuring video quality based on detection of change in perceptually sensitive region
US11363345B2 (en) * 2019-03-26 2022-06-14 Ssimwave Inc. Unified end-to-end quality and latency measurement, optimization and management in multimedia communications
CN109978859B (en) * 2019-03-27 2022-06-14 福州大学 Image display adaptation quality evaluation method based on visible distortion pooling
CN110213573B (en) * 2019-06-14 2020-10-13 北京字节跳动网络技术有限公司 Video quality evaluation method and device and electronic equipment
US11310475B2 (en) * 2019-08-05 2022-04-19 City University Of Hong Kong Video quality determination system and method
US10979733B1 (en) * 2019-08-21 2021-04-13 Facebook, Inc. Systems and methods for measuring image quality based on an image quality metric
CN110505454B (en) * 2019-08-29 2020-11-10 西安电子科技大学 Video supply system and method based on scene mode and user perception requirement
US20210233259A1 (en) * 2020-01-28 2021-07-29 Ssimwave Inc. No-reference visual media assessment combining deep neural networks and models of human visual system and video content/distortion analysis
CN111325720B (en) * 2020-02-11 2023-08-11 厦门风云科技股份有限公司 Multi-visual feature integrated reference-free super-resolution image quality evaluation method
US11638051B2 (en) * 2020-02-27 2023-04-25 Ssimwave, Inc. Real-time latency measurement of video streams
US11616959B2 (en) 2020-07-24 2023-03-28 Ssimwave, Inc. Relationship modeling of encode quality and encode parameters based on source attributes
KR20220014715A (en) * 2020-07-29 2022-02-07 삼성전자주식회사 Method and apparatus for video quality assessment
US11363275B2 (en) * 2020-07-31 2022-06-14 Netflix, Inc. Techniques for increasing the accuracy of subjective quality experiments
US11574273B2 (en) * 2020-12-21 2023-02-07 Sling TV L.L.C. Systems and methods for automated evaluation of digital services
US20220201317A1 (en) * 2020-12-22 2022-06-23 Ssimwave Inc. Video asset quality assessment and encoding optimization to achieve target quality requirement
CN112954313A (en) * 2021-02-09 2021-06-11 方玉明 Method for calculating perception quality of panoramic image
US20240121402A1 (en) * 2022-09-30 2024-04-11 Netflix, Inc. Techniques for predicting video quality across different viewing parameters

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7590287B2 (en) * 2002-11-06 2009-09-15 Agency For Science, Technology And Research Method for generating a quality oriented significance map for assessing the quality of an image or video
JP4490483B2 (en) * 2006-05-09 2010-06-23 日本電信電話株式会社 Video quality estimation apparatus, method, and program
US20110255589A1 (en) * 2009-08-03 2011-10-20 Droplet Technology, Inc. Methods of compressing data and methods of assessing the same
US9313526B2 (en) * 2010-02-19 2016-04-12 Skype Data compression for video
US8983206B2 (en) * 2011-05-04 2015-03-17 Ecole de Techbologie Superieure Method and system for increasing robustness of visual quality metrics using spatial shifting

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110401832A (en) * 2019-07-19 2019-11-01 南京航空航天大学 A kind of panoramic video objective quality assessment method based on space-time model building for pipeline
CN110401832B (en) * 2019-07-19 2020-11-03 南京航空航天大学 Panoramic video objective quality assessment method based on space-time pipeline modeling

Also Published As

Publication number Publication date
CA2958720A1 (en) 2015-03-12
US20160212432A1 (en) 2016-07-21
EP3042498A1 (en) 2016-07-13
WO2015031982A1 (en) 2015-03-12
EP3042498A4 (en) 2017-11-08
CN105981384A (en) 2016-09-28
CN105981384B (en) 2019-04-19
CA2958720C (en) 2020-03-24
US10165281B2 (en) 2018-12-25

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